{"id":"W2080157351","doi":"10.1007/s11914-015-0262-3","title":"Bone Imaging and Fracture Risk Assessment in Kidney Disease","year":2015,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Kidney disease; Osteoporosis; Renal osteodystrophy; Population; Osteopenia; Quantitative computed tomography; Internal medicine; Radiology; Bone density; Bone mineral","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588904,0.000983233,0.003340866,0.005038697,0.0002462446,0.00165747,0.001237789,0.00176194,0.003968225],"category_scores_gemma":[0.00468775,0.0006496038,0.001747955,0.004293796,0.0006422878,0.001333752,0.0009284994,0.00217398,0.0007789521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00067944,"about_ca_system_score_gemma":0.002023682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004340407,"about_ca_topic_score_gemma":0.009419097,"domain_scores_codex":[0.9991595,0.0001518392,0.0002620259,0.0001104373,0.0002779991,0.00003826406],"domain_scores_gemma":[0.9976102,0.001548152,0.0004493732,0.00002827802,0.0003124778,0.00005142666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000220798,0.000107988,0.001262083,0.08783647,0.001202434,0.0002067332,0.00008261223,0.0002883937,0.0002933205,0.001108034,0.02075805,0.886633],"study_design_scores_gemma":[0.0005338155,0.00047012,0.01615856,0.1486324,0.01125102,0.004404411,0.0004084894,0.0005836696,0.0004753376,0.004938458,0.8119624,0.0001812937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000474426,0.9995832,0.0000237827,0.0001090547,0.00006030324,0.000002784585,0.00001461819,0.000001650857,0.0001572289],"genre_scores_gemma":[0.0006261083,0.9986684,0.0001416657,0.00024623,0.0001952415,0.000005219973,0.00002552314,5.961551e-7,0.00009098529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005038697,"threshold_uncertainty_score":0.01327509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471994677827753,"score_gpt":0.3841422016287699,"score_spread":0.3494222548504923,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}